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All notes  /  Measuring

What to Report and to Whom

Five numbers that describe the system's health, and the ones that mostly rank people using data that cannot support it.

Measuring · Reference

Attendance systems generate a great deal of countable material. Very little of it should reach a manager as a list of names.

The five

Anomaly rate per site, per week, with causes.

Punch-to-shift distribution, which shows whether the terminal placement and the rules are working.

Break distribution, median and tail rather than average.

Corrections and their turnaround.

Rounding neutrality, aggregate raw against paid.

All five describe arrangements. That is deliberate.

What each says when it moves

Anomalies rising at one site: a fault, a queue, a changed entrance.

Punch-to-shift widening: the terminal location or the rule.

Break tail lengthening: usually a structural cause — staffing, a queue, a walk.

Corrections slowing: the approver is overloaded, frequently because anomalies rose.

Rounding drifting from neutral: a configuration change nobody announced.

What not to produce

A list of individuals ranked by minutes.

Because the data contains system failures, queue position, terminal distance and rounding, none of which is about the person.

A "time theft" total, which sums categories that need different responses and includes ones you have not measured.

Public displays, which humiliate and change nothing.

Who gets what

The owner: all five, weekly.

Site managers: their own site's anomaly rate and corrections.

Payroll: corrections outstanding before cut-off, and the rounding check.

The workforce: the anomaly rate, published.

That last one is unusual and is the point. It says plainly that system failures are the employer's problem, which is what makes people report them rather than absorb them.

The annual view

Did anomalies fall as sites were fixed?

Did the punch-to-shift distribution tighten?

Is rounding neutral?

Did identified buddy punching change, in either direction?

And what did the other direction cost this year, which is the number most organisations have never produced and which is the one that changes the conversation.

Publish the anomaly rate

To the workforce, not only upward.

It says plainly that system failures are the employer's problem.

Which is what makes people report them rather than absorbing the minutes.

And it commits you to fixing what it shows.

Very few organisations do this, and it is the cheapest credibility available in this subject.

Reproduce the workflow

For another way to make this requirement testable, consult employee productivity reporting. Reproduce the case with real roles, codes, failures and recovery steps.

Independent reference

For a thematic point of reference, see the Office for National Statistics. Use this established source as an outside check before turning the principle into a system rule.

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